{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "55822295",
   "metadata": {},
   "source": [
    "![Finance Toolkit](https://github.com/JerBouma/FinanceToolkit/assets/46355364/198d47bd-e1b3-492d-acc4-5d9f02d1d009)\n",
    "\n",
    "**The FinanceToolkit** is an open-source toolkit in which all relevant financial ratios (100+), indicators and performance measurements are written down in the most simplistic way allowing for complete transparency of the calculation method. This allows you to not have to rely on metrics from other providers and, given a financial statement, allow for efficient manual calculations. This leads to one uniform method of calculation being applied that is available and understood by everyone."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2937a8f2",
   "metadata": {},
   "source": [
    "# Installation\n",
    "To install the FinanceToolkit it simply requires the following:\n",
    "\n",
    "```\n",
    "pip install financetoolkit -U\n",
    "```\n",
    "\n",
    "From within Python use:\n",
    "\n",
    "```python\n",
    "from financetoolkit import Toolkit\n",
    "```\n",
    " \n",
    "To be able to get started, you need to obtain an API Key from FinancialModelingPrep. This is used to gain access to 30+ years of financial statement both annually and quarterly. Note that the Free plan is limited to 250 requests each day, 5 years of data and only features companies listed on US exchanges.\n",
    "\n",
    "___ \n",
    "\n",
    "<b><div align=\"center\">Obtain an API Key from FinancialModelingPrep <a href=\"https://www.jeroenbouma.com/fmp\" target=\"_blank\">here</a>.</div></b>\n",
    "___\n",
    "\n",
    "Through the link you are able to subscribe for the free plan and also premium plans at a **15% discount**. This is an affiliate link and thus supports the project at the same time. I have chosen FinancialModelingPrep as a source as I find it to be the most transparent, reliable and at an affordable price. When you notice that data is inaccurate or have any other issue related to the data, note that I simply provide the means to access this data and I am not responsible for the accuracy of the data itself. For this, use <a href=\"https://site.financialmodelingprep.com/contact\" target=\"_blank\">their contact form</a> or provide the data yourself. \n",
    "\n",
    "The current Notebook is revolved around the Economics class. If you are interested in the other modules, you can find the related Notebooks below. **Please view the documentation <a href=\"https://www.jeroenbouma.com/projects/financetoolkit/docs/economics\" target=\"_blank\">here</a> to find all the available indicators.**\n",
    "\n",
    "<style>\n",
    ".button {\n",
    "  color: #fff !important;\n",
    "  background-color: #58abc4;\n",
    "  display: inline-block;\n",
    "  margin-bottom: 0.25em;\n",
    "  padding: 0.5em 1em;\n",
    "  font-family: -apple-system,BlinkMacSystemFont,\"Roboto\",\"Segoe UI\",\"Helvetica Neue\",\"Lucida Grande\",Arial,sans-serif;\n",
    "  font-size: .75em;\n",
    "  font-weight: bold;\n",
    "  text-align: center;\n",
    "  text-decoration: none;\n",
    "  border-width: 0;\n",
    "  border-radius: 4px;\n",
    "  cursor: pointer;\n",
    "}\n",
    "\n",
    ".button-current {\n",
    "  background-color: #d67f05;\n",
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    "\n",
    "a:hover {\n",
    "  color: #fff !important;\n",
    "  font-weight: normal !important;\n",
    "}\n",
    "</style>\n",
    "\n",
    "<div style=\"display: flex; justify-content: space-between;\" class=\"show-on-desktop\">\n",
    "    <a href=\"https://www.jeroenbouma.com/projects/financetoolkit//getting-started\" target=\"_blank\" class=\"button\" style=\"flex: 1;margin-right:5px\"\">Toolkit</a>\n",
    "    <a href=\"https://www.jeroenbouma.com/projects/financetoolkit//discovery-module\" target=\"_blank\" class=\"button\" style=\"flex: 1;margin-right:5px\">Discovery</a>\n",
    "    <a href=\"https://www.jeroenbouma.com/projects/financetoolkit//ratios-module\" target=\"_blank\" class=\"button\" style=\"flex: 1;margin-right:5px\">Ratios</a>\n",
    "    <a href=\"https://www.jeroenbouma.com/projects/financetoolkit//models-module\" target=\"_blank\" class=\"button\" style=\"flex: 1;margin-right:5px\">Models</a>\n",
    "    <a href=\"https://www.jeroenbouma.com/projects/financetoolkit//options-module\" target=\"_blank\" class=\"button\" style=\"flex: 1;margin-right:5px\">Options</a>\n",
    "    <a href=\"https://www.jeroenbouma.com/projects/financetoolkit//technicals-module\" target=\"_blank\" class=\"button\" style=\"flex: 1;margin-right:5px\">Technicals</a>\n",
    "    <a href=\"https://www.jeroenbouma.com/projects/financetoolkit//risk-module\" target=\"_blank\" class=\"button\" style=\"flex: 1;margin-right:5px\">Risk</a>\n",
    "    <a href=\"https://www.jeroenbouma.com/projects/financetoolkit//performance-module\" target=\"_blank\" class=\"button\" style=\"flex: 1;margin-right:5px\">Performance</a>\n",
    "    <a href=\"https://www.jeroenbouma.com/projects/financetoolkit//economics-module\"  target=\"_blank\" class=\"button button-current\" style=\"flex: 1;margin-right:5px\">Economics</a>\n",
    "    <a href=\"https://www.jeroenbouma.com/projects/financetoolkit//fixed-income-module\" target=\"_blank\" class=\"button\" style=\"flex: 1;margin-right:5px\">Fixed income</a>\n",
    "    <a href=\"https://www.jeroenbouma.com/projects/financetoolkit//portfolio-module\" target=\"_blank\" class=\"button\" style=\"flex: 1; \">Portfolio</a>\n",
    "</div>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "11269a00",
   "metadata": {},
   "outputs": [],
   "source": [
    "from financetoolkit import Economics"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "a3f7fc24",
   "metadata": {},
   "source": [
    "The Economics module which includes a variety of key economic indicators. You can use the Economics class by importing it directly or after initialization of `Toolkit` by calling the `economics` class. In this example, the class is imported directly."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "be5c369f",
   "metadata": {},
   "outputs": [],
   "source": [
    "economics = Economics(start_date=\"2015-01-01\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e925d767",
   "metadata": {},
   "source": [
    "For example, it is possible to show the Consumer Confidence Index (CCI) and the Producer Price Index (PPI) over time for 60+ countries."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "0306da9e-d0f9-413c-aa64-c019848db89c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>A5M</th>\n",
       "      <th>Australia</th>\n",
       "      <th>Austria</th>\n",
       "      <th>Belgium</th>\n",
       "      <th>Brazil</th>\n",
       "      <th>Chile</th>\n",
       "      <th>China</th>\n",
       "      <th>Colombia</th>\n",
       "      <th>Costa Rica</th>\n",
       "      <th>Czech Republic</th>\n",
       "      <th>...</th>\n",
       "      <th>Slovakia</th>\n",
       "      <th>Slovenia</th>\n",
       "      <th>South Africa</th>\n",
       "      <th>South Korea</th>\n",
       "      <th>Spain</th>\n",
       "      <th>Sweden</th>\n",
       "      <th>Switzerland</th>\n",
       "      <th>Turkey</th>\n",
       "      <th>United Kingdom</th>\n",
       "      <th>United States</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2015-01</th>\n",
       "      <td>99.9826</td>\n",
       "      <td>99.4249</td>\n",
       "      <td>99.6043</td>\n",
       "      <td>100.2120</td>\n",
       "      <td>98.9882</td>\n",
       "      <td>100.8037</td>\n",
       "      <td>99.4658</td>\n",
       "      <td>101.8243</td>\n",
       "      <td>99.7311</td>\n",
       "      <td>101.9862</td>\n",
       "      <td>...</td>\n",
       "      <td>101.8108</td>\n",
       "      <td>100.5566</td>\n",
       "      <td>100.1562</td>\n",
       "      <td>100.3166</td>\n",
       "      <td>101.0394</td>\n",
       "      <td>100.1194</td>\n",
       "      <td>100.4138</td>\n",
       "      <td>100.5686</td>\n",
       "      <td>101.9622</td>\n",
       "      <td>101.1699</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2015-02</th>\n",
       "      <td>100.4167</td>\n",
       "      <td>99.6966</td>\n",
       "      <td>99.6174</td>\n",
       "      <td>100.5463</td>\n",
       "      <td>98.4478</td>\n",
       "      <td>100.5659</td>\n",
       "      <td>99.7503</td>\n",
       "      <td>101.1423</td>\n",
       "      <td>99.7195</td>\n",
       "      <td>101.8922</td>\n",
       "      <td>...</td>\n",
       "      <td>102.0174</td>\n",
       "      <td>100.7576</td>\n",
       "      <td>99.9294</td>\n",
       "      <td>100.3657</td>\n",
       "      <td>101.5988</td>\n",
       "      <td>100.1236</td>\n",
       "      <td>100.4439</td>\n",
       "      <td>100.2895</td>\n",
       "      <td>102.2285</td>\n",
       "      <td>101.1724</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2015-03</th>\n",
       "      <td>100.6784</td>\n",
       "      <td>99.7966</td>\n",
       "      <td>99.7613</td>\n",
       "      <td>100.7202</td>\n",
       "      <td>98.1323</td>\n",
       "      <td>99.9244</td>\n",
       "      <td>99.7983</td>\n",
       "      <td>100.5836</td>\n",
       "      <td>99.6741</td>\n",
       "      <td>101.9735</td>\n",
       "      <td>...</td>\n",
       "      <td>102.1038</td>\n",
       "      <td>101.0605</td>\n",
       "      <td>99.5808</td>\n",
       "      <td>100.4030</td>\n",
       "      <td>102.0159</td>\n",
       "      <td>100.1711</td>\n",
       "      <td>100.5866</td>\n",
       "      <td>100.0176</td>\n",
       "      <td>102.4154</td>\n",
       "      <td>101.0781</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2015-04</th>\n",
       "      <td>100.7871</td>\n",
       "      <td>99.7804</td>\n",
       "      <td>99.8793</td>\n",
       "      <td>100.8224</td>\n",
       "      <td>98.0361</td>\n",
       "      <td>99.2454</td>\n",
       "      <td>99.8089</td>\n",
       "      <td>100.6284</td>\n",
       "      <td>99.5314</td>\n",
       "      <td>102.1331</td>\n",
       "      <td>...</td>\n",
       "      <td>101.9875</td>\n",
       "      <td>101.4456</td>\n",
       "      <td>99.1057</td>\n",
       "      <td>100.4695</td>\n",
       "      <td>102.1551</td>\n",
       "      <td>100.1912</td>\n",
       "      <td>100.7446</td>\n",
       "      <td>99.9428</td>\n",
       "      <td>102.4086</td>\n",
       "      <td>101.0246</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2015-05</th>\n",
       "      <td>100.7440</td>\n",
       "      <td>99.7498</td>\n",
       "      <td>99.8631</td>\n",
       "      <td>100.8745</td>\n",
       "      <td>97.9388</td>\n",
       "      <td>98.7653</td>\n",
       "      <td>99.7272</td>\n",
       "      <td>100.8543</td>\n",
       "      <td>99.1851</td>\n",
       "      <td>102.2605</td>\n",
       "      <td>...</td>\n",
       "      <td>101.7892</td>\n",
       "      <td>101.6148</td>\n",
       "      <td>98.6539</td>\n",
       "      <td>100.3935</td>\n",
       "      <td>102.0154</td>\n",
       "      <td>100.2623</td>\n",
       "      <td>100.7850</td>\n",
       "      <td>99.9567</td>\n",
       "      <td>102.2801</td>\n",
       "      <td>100.9460</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2025-04</th>\n",
       "      <td>97.3745</td>\n",
       "      <td>99.0842</td>\n",
       "      <td>98.0096</td>\n",
       "      <td>98.7509</td>\n",
       "      <td>99.6539</td>\n",
       "      <td>98.2431</td>\n",
       "      <td>94.6546</td>\n",
       "      <td>98.3546</td>\n",
       "      <td>103.3826</td>\n",
       "      <td>100.0932</td>\n",
       "      <td>...</td>\n",
       "      <td>99.4515</td>\n",
       "      <td>98.3345</td>\n",
       "      <td>97.7522</td>\n",
       "      <td>99.4031</td>\n",
       "      <td>100.2190</td>\n",
       "      <td>97.6192</td>\n",
       "      <td>96.9945</td>\n",
       "      <td>99.0738</td>\n",
       "      <td>98.7685</td>\n",
       "      <td>96.4699</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2025-05</th>\n",
       "      <td>97.4433</td>\n",
       "      <td>99.0768</td>\n",
       "      <td>98.0650</td>\n",
       "      <td>98.9991</td>\n",
       "      <td>99.7932</td>\n",
       "      <td>98.0731</td>\n",
       "      <td>94.6868</td>\n",
       "      <td>98.8348</td>\n",
       "      <td>103.3202</td>\n",
       "      <td>100.4470</td>\n",
       "      <td>...</td>\n",
       "      <td>99.5385</td>\n",
       "      <td>98.6283</td>\n",
       "      <td>98.1630</td>\n",
       "      <td>100.1136</td>\n",
       "      <td>100.2189</td>\n",
       "      <td>97.6639</td>\n",
       "      <td>96.7641</td>\n",
       "      <td>99.1215</td>\n",
       "      <td>98.9928</td>\n",
       "      <td>96.4852</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2025-06</th>\n",
       "      <td>97.5540</td>\n",
       "      <td>99.1608</td>\n",
       "      <td>98.2117</td>\n",
       "      <td>99.3079</td>\n",
       "      <td>99.8661</td>\n",
       "      <td>98.0181</td>\n",
       "      <td>94.7569</td>\n",
       "      <td>99.4818</td>\n",
       "      <td>103.2850</td>\n",
       "      <td>100.7364</td>\n",
       "      <td>...</td>\n",
       "      <td>99.6920</td>\n",
       "      <td>98.6574</td>\n",
       "      <td>98.6743</td>\n",
       "      <td>100.8472</td>\n",
       "      <td>100.1976</td>\n",
       "      <td>98.0899</td>\n",
       "      <td>96.9165</td>\n",
       "      <td>99.0824</td>\n",
       "      <td>99.2866</td>\n",
       "      <td>96.8102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2025-07</th>\n",
       "      <td>97.6976</td>\n",
       "      <td>99.3327</td>\n",
       "      <td>98.4716</td>\n",
       "      <td>99.5135</td>\n",
       "      <td>99.9079</td>\n",
       "      <td>97.8922</td>\n",
       "      <td>94.8888</td>\n",
       "      <td>100.1195</td>\n",
       "      <td>103.2685</td>\n",
       "      <td>100.8953</td>\n",
       "      <td>...</td>\n",
       "      <td>99.8484</td>\n",
       "      <td>98.5046</td>\n",
       "      <td>NaN</td>\n",
       "      <td>101.3573</td>\n",
       "      <td>100.1277</td>\n",
       "      <td>98.5299</td>\n",
       "      <td>97.3096</td>\n",
       "      <td>98.9622</td>\n",
       "      <td>99.5517</td>\n",
       "      <td>97.0238</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2025-08</th>\n",
       "      <td>NaN</td>\n",
       "      <td>99.6194</td>\n",
       "      <td>98.8218</td>\n",
       "      <td>99.6132</td>\n",
       "      <td>99.9110</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>103.2588</td>\n",
       "      <td>100.8248</td>\n",
       "      <td>...</td>\n",
       "      <td>99.9280</td>\n",
       "      <td>98.4110</td>\n",
       "      <td>NaN</td>\n",
       "      <td>101.7056</td>\n",
       "      <td>99.9926</td>\n",
       "      <td>98.8052</td>\n",
       "      <td>97.7855</td>\n",
       "      <td>98.9130</td>\n",
       "      <td>99.8531</td>\n",
       "      <td>97.0554</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>128 rows × 49 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              A5M  Australia  Austria   Belgium   Brazil     Chile    China  \\\n",
       "2015-01   99.9826    99.4249  99.6043  100.2120  98.9882  100.8037  99.4658   \n",
       "2015-02  100.4167    99.6966  99.6174  100.5463  98.4478  100.5659  99.7503   \n",
       "2015-03  100.6784    99.7966  99.7613  100.7202  98.1323   99.9244  99.7983   \n",
       "2015-04  100.7871    99.7804  99.8793  100.8224  98.0361   99.2454  99.8089   \n",
       "2015-05  100.7440    99.7498  99.8631  100.8745  97.9388   98.7653  99.7272   \n",
       "...           ...        ...      ...       ...      ...       ...      ...   \n",
       "2025-04   97.3745    99.0842  98.0096   98.7509  99.6539   98.2431  94.6546   \n",
       "2025-05   97.4433    99.0768  98.0650   98.9991  99.7932   98.0731  94.6868   \n",
       "2025-06   97.5540    99.1608  98.2117   99.3079  99.8661   98.0181  94.7569   \n",
       "2025-07   97.6976    99.3327  98.4716   99.5135  99.9079   97.8922  94.8888   \n",
       "2025-08       NaN    99.6194  98.8218   99.6132  99.9110       NaN      NaN   \n",
       "\n",
       "         Colombia  Costa Rica  Czech Republic  ...  Slovakia  Slovenia  \\\n",
       "2015-01  101.8243     99.7311        101.9862  ...  101.8108  100.5566   \n",
       "2015-02  101.1423     99.7195        101.8922  ...  102.0174  100.7576   \n",
       "2015-03  100.5836     99.6741        101.9735  ...  102.1038  101.0605   \n",
       "2015-04  100.6284     99.5314        102.1331  ...  101.9875  101.4456   \n",
       "2015-05  100.8543     99.1851        102.2605  ...  101.7892  101.6148   \n",
       "...           ...         ...             ...  ...       ...       ...   \n",
       "2025-04   98.3546    103.3826        100.0932  ...   99.4515   98.3345   \n",
       "2025-05   98.8348    103.3202        100.4470  ...   99.5385   98.6283   \n",
       "2025-06   99.4818    103.2850        100.7364  ...   99.6920   98.6574   \n",
       "2025-07  100.1195    103.2685        100.8953  ...   99.8484   98.5046   \n",
       "2025-08       NaN    103.2588        100.8248  ...   99.9280   98.4110   \n",
       "\n",
       "         South Africa  South Korea     Spain    Sweden  Switzerland    Turkey  \\\n",
       "2015-01      100.1562     100.3166  101.0394  100.1194     100.4138  100.5686   \n",
       "2015-02       99.9294     100.3657  101.5988  100.1236     100.4439  100.2895   \n",
       "2015-03       99.5808     100.4030  102.0159  100.1711     100.5866  100.0176   \n",
       "2015-04       99.1057     100.4695  102.1551  100.1912     100.7446   99.9428   \n",
       "2015-05       98.6539     100.3935  102.0154  100.2623     100.7850   99.9567   \n",
       "...               ...          ...       ...       ...          ...       ...   \n",
       "2025-04       97.7522      99.4031  100.2190   97.6192      96.9945   99.0738   \n",
       "2025-05       98.1630     100.1136  100.2189   97.6639      96.7641   99.1215   \n",
       "2025-06       98.6743     100.8472  100.1976   98.0899      96.9165   99.0824   \n",
       "2025-07           NaN     101.3573  100.1277   98.5299      97.3096   98.9622   \n",
       "2025-08           NaN     101.7056   99.9926   98.8052      97.7855   98.9130   \n",
       "\n",
       "         United Kingdom  United States  \n",
       "2015-01        101.9622       101.1699  \n",
       "2015-02        102.2285       101.1724  \n",
       "2015-03        102.4154       101.0781  \n",
       "2015-04        102.4086       101.0246  \n",
       "2015-05        102.2801       100.9460  \n",
       "...                 ...            ...  \n",
       "2025-04         98.7685        96.4699  \n",
       "2025-05         98.9928        96.4852  \n",
       "2025-06         99.2866        96.8102  \n",
       "2025-07         99.5517        97.0238  \n",
       "2025-08         99.8531        97.0554  \n",
       "\n",
       "[128 rows x 49 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<Axes: title={'center': 'Consumer Confidence Index (CCI) for USA, South Africa, China, Spain and Germany'}, xlabel='Date', ylabel='CPI (Base 100 = 2015)'>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cci = economics.get_consumer_confidence_index()\n",
    "\n",
    "display(cci)\n",
    "\n",
    "cci.loc[:, [\"United States\", \"South Africa\", \"China\", \"Spain\", \"Germany\"]].plot(\n",
    "    title=\"Consumer Confidence Index (CCI) for USA, South Africa, China, Spain and Germany\",\n",
    "    figsize=(15, 3),\n",
    "    xlabel=\"Date\",\n",
    "    ylabel=\"CPI (Base 100 = 2015)\",\n",
    "    grid=True,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "542b5faf-efa7-48f0-8c00-a89ddb720f87",
   "metadata": {},
   "source": [
    "But also, the Long Term Interest Rates (LTIR) and the Short Term Interest Rates (STIR)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "aba7ce26-d35f-4bc3-8a69-52eda991d653",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: title={'center': 'Short Term Interest Rates'}, xlabel='Date', ylabel='Interest Rate (%)'>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "long_term_interest_rates = (\n",
    "    economics.get_long_term_interest_rate(period=\"quarterly\") * 100\n",
    ")\n",
    "\n",
    "long_term_interest_rates.loc[\n",
    "    :, [\"United States\", \"United Kingdom\", \"Japan\", \"Germany\", \"France\", \"Canada\"]\n",
    "].plot(\n",
    "    figsize=(15, 5),\n",
    "    title=\"Long Term Interest Rates\",\n",
    "    grid=True,\n",
    "    xlabel=\"Date\",\n",
    "    ylabel=\"Interest Rate (%)\",\n",
    ")\n",
    "\n",
    "short_term_interest_rates = (\n",
    "    economics.get_short_term_interest_rate(period=\"quarterly\") * 100\n",
    ")\n",
    "\n",
    "short_term_interest_rates.loc[\n",
    "    :, [\"United States\", \"United Kingdom\", \"Japan\", \"Germany\", \"France\", \"Canada\"]\n",
    "].plot(\n",
    "    figsize=(15, 5),\n",
    "    title=\"Short Term Interest Rates\",\n",
    "    grid=True,\n",
    "    xlabel=\"Date\",\n",
    "    ylabel=\"Interest Rate (%)\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "61379421",
   "metadata": {},
   "source": [
    "It is also possible to see how a housing prices have changed over time in each country. This can reflect the economic situation of a country and policies in place by the government."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "6df518d0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Australia</th>\n",
       "      <th>Austria</th>\n",
       "      <th>Belgium</th>\n",
       "      <th>Brazil</th>\n",
       "      <th>Bulgaria</th>\n",
       "      <th>Canada</th>\n",
       "      <th>Chile</th>\n",
       "      <th>China</th>\n",
       "      <th>Colombia</th>\n",
       "      <th>Croatia</th>\n",
       "      <th>...</th>\n",
       "      <th>Slovakia</th>\n",
       "      <th>Slovenia</th>\n",
       "      <th>South Africa</th>\n",
       "      <th>South Korea</th>\n",
       "      <th>Spain</th>\n",
       "      <th>Sweden</th>\n",
       "      <th>Switzerland</th>\n",
       "      <th>Turkey</th>\n",
       "      <th>United Kingdom</th>\n",
       "      <th>United States</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2015</th>\n",
       "      <td>100.0000</td>\n",
       "      <td>100.0000</td>\n",
       "      <td>100.0000</td>\n",
       "      <td>100.0000</td>\n",
       "      <td>100.0000</td>\n",
       "      <td>100.0000</td>\n",
       "      <td>100.0000</td>\n",
       "      <td>100.0000</td>\n",
       "      <td>100.0000</td>\n",
       "      <td>100.0000</td>\n",
       "      <td>...</td>\n",
       "      <td>100.0000</td>\n",
       "      <td>100.0000</td>\n",
       "      <td>100.0000</td>\n",
       "      <td>100.0000</td>\n",
       "      <td>100.0000</td>\n",
       "      <td>100.0000</td>\n",
       "      <td>100.0000</td>\n",
       "      <td>100.0000</td>\n",
       "      <td>100.0000</td>\n",
       "      <td>100.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2016</th>\n",
       "      <td>104.8458</td>\n",
       "      <td>105.3093</td>\n",
       "      <td>100.8316</td>\n",
       "      <td>91.8195</td>\n",
       "      <td>105.2416</td>\n",
       "      <td>109.0828</td>\n",
       "      <td>102.8668</td>\n",
       "      <td>109.8779</td>\n",
       "      <td>102.6115</td>\n",
       "      <td>102.0184</td>\n",
       "      <td>...</td>\n",
       "      <td>106.9976</td>\n",
       "      <td>103.7368</td>\n",
       "      <td>98.7030</td>\n",
       "      <td>100.2926</td>\n",
       "      <td>104.4196</td>\n",
       "      <td>107.3043</td>\n",
       "      <td>101.8157</td>\n",
       "      <td>105.9177</td>\n",
       "      <td>105.6606</td>\n",
       "      <td>104.5030</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2017</th>\n",
       "      <td>112.2037</td>\n",
       "      <td>108.6660</td>\n",
       "      <td>102.3238</td>\n",
       "      <td>88.9353</td>\n",
       "      <td>109.3557</td>\n",
       "      <td>120.4329</td>\n",
       "      <td>108.5752</td>\n",
       "      <td>122.4894</td>\n",
       "      <td>105.6854</td>\n",
       "      <td>105.0060</td>\n",
       "      <td>...</td>\n",
       "      <td>112.0851</td>\n",
       "      <td>110.6011</td>\n",
       "      <td>98.4021</td>\n",
       "      <td>99.5476</td>\n",
       "      <td>109.2339</td>\n",
       "      <td>112.4703</td>\n",
       "      <td>102.9396</td>\n",
       "      <td>105.6328</td>\n",
       "      <td>108.4710</td>\n",
       "      <td>108.9820</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2018</th>\n",
       "      <td>108.7699</td>\n",
       "      <td>112.7743</td>\n",
       "      <td>103.2827</td>\n",
       "      <td>85.0527</td>\n",
       "      <td>113.8528</td>\n",
       "      <td>122.8584</td>\n",
       "      <td>117.3649</td>\n",
       "      <td>127.0653</td>\n",
       "      <td>107.7614</td>\n",
       "      <td>109.8474</td>\n",
       "      <td>...</td>\n",
       "      <td>118.1833</td>\n",
       "      <td>117.8834</td>\n",
       "      <td>97.9798</td>\n",
       "      <td>99.5209</td>\n",
       "      <td>114.9663</td>\n",
       "      <td>108.6998</td>\n",
       "      <td>104.7503</td>\n",
       "      <td>99.9078</td>\n",
       "      <td>109.6904</td>\n",
       "      <td>113.2867</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019</th>\n",
       "      <td>102.5096</td>\n",
       "      <td>117.5237</td>\n",
       "      <td>105.6010</td>\n",
       "      <td>82.1808</td>\n",
       "      <td>118.3055</td>\n",
       "      <td>122.6570</td>\n",
       "      <td>124.9467</td>\n",
       "      <td>128.3166</td>\n",
       "      <td>109.2057</td>\n",
       "      <td>118.3682</td>\n",
       "      <td>...</td>\n",
       "      <td>126.0504</td>\n",
       "      <td>124.0486</td>\n",
       "      <td>96.7989</td>\n",
       "      <td>98.5311</td>\n",
       "      <td>119.6432</td>\n",
       "      <td>109.1533</td>\n",
       "      <td>108.8706</td>\n",
       "      <td>91.3558</td>\n",
       "      <td>109.1344</td>\n",
       "      <td>117.2765</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020</th>\n",
       "      <td>106.7003</td>\n",
       "      <td>125.1667</td>\n",
       "      <td>109.1309</td>\n",
       "      <td>79.6703</td>\n",
       "      <td>124.7349</td>\n",
       "      <td>129.6551</td>\n",
       "      <td>126.5440</td>\n",
       "      <td>129.7477</td>\n",
       "      <td>109.4117</td>\n",
       "      <td>126.7654</td>\n",
       "      <td>...</td>\n",
       "      <td>135.1699</td>\n",
       "      <td>130.1635</td>\n",
       "      <td>96.2308</td>\n",
       "      <td>100.8824</td>\n",
       "      <td>122.2565</td>\n",
       "      <td>112.7585</td>\n",
       "      <td>114.0782</td>\n",
       "      <td>100.1884</td>\n",
       "      <td>111.7189</td>\n",
       "      <td>125.0846</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021</th>\n",
       "      <td>122.6994</td>\n",
       "      <td>136.6783</td>\n",
       "      <td>113.4316</td>\n",
       "      <td>74.6759</td>\n",
       "      <td>127.5326</td>\n",
       "      <td>144.4854</td>\n",
       "      <td>135.4935</td>\n",
       "      <td>133.5648</td>\n",
       "      <td>108.2568</td>\n",
       "      <td>132.5081</td>\n",
       "      <td>...</td>\n",
       "      <td>139.3685</td>\n",
       "      <td>140.6239</td>\n",
       "      <td>98.8796</td>\n",
       "      <td>107.0380</td>\n",
       "      <td>124.0121</td>\n",
       "      <td>121.4948</td>\n",
       "      <td>121.6875</td>\n",
       "      <td>114.2682</td>\n",
       "      <td>117.9647</td>\n",
       "      <td>139.9731</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022</th>\n",
       "      <td>124.3771</td>\n",
       "      <td>141.7728</td>\n",
       "      <td>108.6400</td>\n",
       "      <td>71.7234</td>\n",
       "      <td>125.5541</td>\n",
       "      <td>152.0811</td>\n",
       "      <td>130.7325</td>\n",
       "      <td>132.2327</td>\n",
       "      <td>102.5216</td>\n",
       "      <td>137.6079</td>\n",
       "      <td>...</td>\n",
       "      <td>141.7601</td>\n",
       "      <td>146.8407</td>\n",
       "      <td>96.1229</td>\n",
       "      <td>104.6871</td>\n",
       "      <td>125.0598</td>\n",
       "      <td>118.0222</td>\n",
       "      <td>127.5111</td>\n",
       "      <td>155.3231</td>\n",
       "      <td>119.1722</td>\n",
       "      <td>149.0464</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023</th>\n",
       "      <td>118.9778</td>\n",
       "      <td>127.1247</td>\n",
       "      <td>104.8267</td>\n",
       "      <td>72.1163</td>\n",
       "      <td>127.0772</td>\n",
       "      <td>143.8567</td>\n",
       "      <td>131.5896</td>\n",
       "      <td>131.7182</td>\n",
       "      <td>102.1181</td>\n",
       "      <td>141.8082</td>\n",
       "      <td>...</td>\n",
       "      <td>128.3041</td>\n",
       "      <td>146.3888</td>\n",
       "      <td>91.4858</td>\n",
       "      <td>93.9717</td>\n",
       "      <td>123.4382</td>\n",
       "      <td>104.6369</td>\n",
       "      <td>127.2370</td>\n",
       "      <td>195.4770</td>\n",
       "      <td>111.9294</td>\n",
       "      <td>150.4652</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024</th>\n",
       "      <td>121.9201</td>\n",
       "      <td>122.7190</td>\n",
       "      <td>106.5445</td>\n",
       "      <td>73.9156</td>\n",
       "      <td>141.0875</td>\n",
       "      <td>144.4787</td>\n",
       "      <td>134.4594</td>\n",
       "      <td>133.3831</td>\n",
       "      <td>105.6873</td>\n",
       "      <td>151.6344</td>\n",
       "      <td>...</td>\n",
       "      <td>128.6253</td>\n",
       "      <td>154.0959</td>\n",
       "      <td>88.5449</td>\n",
       "      <td>92.1490</td>\n",
       "      <td>128.7074</td>\n",
       "      <td>101.9079</td>\n",
       "      <td>129.4432</td>\n",
       "      <td>174.9622</td>\n",
       "      <td>109.5577</td>\n",
       "      <td>154.7394</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>10 rows × 50 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      Australia   Austria   Belgium    Brazil  Bulgaria    Canada     Chile  \\\n",
       "2015   100.0000  100.0000  100.0000  100.0000  100.0000  100.0000  100.0000   \n",
       "2016   104.8458  105.3093  100.8316   91.8195  105.2416  109.0828  102.8668   \n",
       "2017   112.2037  108.6660  102.3238   88.9353  109.3557  120.4329  108.5752   \n",
       "2018   108.7699  112.7743  103.2827   85.0527  113.8528  122.8584  117.3649   \n",
       "2019   102.5096  117.5237  105.6010   82.1808  118.3055  122.6570  124.9467   \n",
       "2020   106.7003  125.1667  109.1309   79.6703  124.7349  129.6551  126.5440   \n",
       "2021   122.6994  136.6783  113.4316   74.6759  127.5326  144.4854  135.4935   \n",
       "2022   124.3771  141.7728  108.6400   71.7234  125.5541  152.0811  130.7325   \n",
       "2023   118.9778  127.1247  104.8267   72.1163  127.0772  143.8567  131.5896   \n",
       "2024   121.9201  122.7190  106.5445   73.9156  141.0875  144.4787  134.4594   \n",
       "\n",
       "         China  Colombia   Croatia  ...  Slovakia  Slovenia  South Africa  \\\n",
       "2015  100.0000  100.0000  100.0000  ...  100.0000  100.0000      100.0000   \n",
       "2016  109.8779  102.6115  102.0184  ...  106.9976  103.7368       98.7030   \n",
       "2017  122.4894  105.6854  105.0060  ...  112.0851  110.6011       98.4021   \n",
       "2018  127.0653  107.7614  109.8474  ...  118.1833  117.8834       97.9798   \n",
       "2019  128.3166  109.2057  118.3682  ...  126.0504  124.0486       96.7989   \n",
       "2020  129.7477  109.4117  126.7654  ...  135.1699  130.1635       96.2308   \n",
       "2021  133.5648  108.2568  132.5081  ...  139.3685  140.6239       98.8796   \n",
       "2022  132.2327  102.5216  137.6079  ...  141.7601  146.8407       96.1229   \n",
       "2023  131.7182  102.1181  141.8082  ...  128.3041  146.3888       91.4858   \n",
       "2024  133.3831  105.6873  151.6344  ...  128.6253  154.0959       88.5449   \n",
       "\n",
       "      South Korea     Spain    Sweden  Switzerland    Turkey  United Kingdom  \\\n",
       "2015     100.0000  100.0000  100.0000     100.0000  100.0000        100.0000   \n",
       "2016     100.2926  104.4196  107.3043     101.8157  105.9177        105.6606   \n",
       "2017      99.5476  109.2339  112.4703     102.9396  105.6328        108.4710   \n",
       "2018      99.5209  114.9663  108.6998     104.7503   99.9078        109.6904   \n",
       "2019      98.5311  119.6432  109.1533     108.8706   91.3558        109.1344   \n",
       "2020     100.8824  122.2565  112.7585     114.0782  100.1884        111.7189   \n",
       "2021     107.0380  124.0121  121.4948     121.6875  114.2682        117.9647   \n",
       "2022     104.6871  125.0598  118.0222     127.5111  155.3231        119.1722   \n",
       "2023      93.9717  123.4382  104.6369     127.2370  195.4770        111.9294   \n",
       "2024      92.1490  128.7074  101.9079     129.4432  174.9622        109.5577   \n",
       "\n",
       "      United States  \n",
       "2015       100.0000  \n",
       "2016       104.5030  \n",
       "2017       108.9820  \n",
       "2018       113.2867  \n",
       "2019       117.2765  \n",
       "2020       125.0846  \n",
       "2021       139.9731  \n",
       "2022       149.0464  \n",
       "2023       150.4652  \n",
       "2024       154.7394  \n",
       "\n",
       "[10 rows x 50 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<Axes: title={'center': 'House Prices Index'}, xlabel='Date', ylabel='House Prices (Base 100 = 2015)'>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "house_prices = economics.get_house_prices()\n",
    "\n",
    "display(house_prices)\n",
    "\n",
    "house_prices[\n",
    "    [\"Australia\", \"Turkey\", \"United States\", \"United Kingdom\", \"Spain\", \"Brazil\"]\n",
    "].plot(\n",
    "    figsize=(15, 5),\n",
    "    title=\"House Prices Index\",\n",
    "    grid=True,\n",
    "    xlabel=\"Date\",\n",
    "    ylabel=\"House Prices (Base 100 = 2015)\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f441c4a6",
   "metadata": {},
   "source": [
    "Given that the models layer for the economics module, as part of the Finance Toolkit architecture, mostly just collects data. It is also possible to directly use this functions instead. As an example, to get the unemployment rates for all countries."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "70ffb458",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Australia</th>\n",
       "      <th>Austria</th>\n",
       "      <th>Belgium</th>\n",
       "      <th>Bulgaria</th>\n",
       "      <th>Canada</th>\n",
       "      <th>Chile</th>\n",
       "      <th>Colombia</th>\n",
       "      <th>Costa Rica</th>\n",
       "      <th>Croatia</th>\n",
       "      <th>Czech Republic</th>\n",
       "      <th>...</th>\n",
       "      <th>Romania</th>\n",
       "      <th>Slovakia</th>\n",
       "      <th>Slovenia</th>\n",
       "      <th>South Korea</th>\n",
       "      <th>Spain</th>\n",
       "      <th>Sweden</th>\n",
       "      <th>Switzerland</th>\n",
       "      <th>Turkey</th>\n",
       "      <th>United Kingdom</th>\n",
       "      <th>United States</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1955Q1</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.048000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.047333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1955Q2</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.044333</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.044000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1955Q3</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.040667</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.041000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1955Q4</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.038333</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.042333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1956Q1</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.037000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.040333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024Q2</th>\n",
       "      <td>0.040421</td>\n",
       "      <td>0.051333</td>\n",
       "      <td>0.055333</td>\n",
       "      <td>0.041000</td>\n",
       "      <td>0.063000</td>\n",
       "      <td>0.081251</td>\n",
       "      <td>0.102690</td>\n",
       "      <td>0.085116</td>\n",
       "      <td>0.051333</td>\n",
       "      <td>0.027333</td>\n",
       "      <td>...</td>\n",
       "      <td>0.052333</td>\n",
       "      <td>0.054333</td>\n",
       "      <td>0.035333</td>\n",
       "      <td>0.028000</td>\n",
       "      <td>0.115667</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.041020</td>\n",
       "      <td>0.086333</td>\n",
       "      <td>0.042</td>\n",
       "      <td>0.040000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024Q3</th>\n",
       "      <td>0.041306</td>\n",
       "      <td>0.053333</td>\n",
       "      <td>0.057000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.065667</td>\n",
       "      <td>0.085302</td>\n",
       "      <td>0.098483</td>\n",
       "      <td>0.066090</td>\n",
       "      <td>0.050333</td>\n",
       "      <td>0.027000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.057000</td>\n",
       "      <td>0.052667</td>\n",
       "      <td>0.041667</td>\n",
       "      <td>0.025333</td>\n",
       "      <td>0.113000</td>\n",
       "      <td>0.085333</td>\n",
       "      <td>0.046154</td>\n",
       "      <td>0.087333</td>\n",
       "      <td>0.043</td>\n",
       "      <td>0.041667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024Q4</th>\n",
       "      <td>0.040041</td>\n",
       "      <td>0.053667</td>\n",
       "      <td>0.059000</td>\n",
       "      <td>0.039667</td>\n",
       "      <td>0.067333</td>\n",
       "      <td>0.085947</td>\n",
       "      <td>0.097501</td>\n",
       "      <td>0.068727</td>\n",
       "      <td>0.049000</td>\n",
       "      <td>0.026667</td>\n",
       "      <td>...</td>\n",
       "      <td>0.056667</td>\n",
       "      <td>0.052333</td>\n",
       "      <td>0.037333</td>\n",
       "      <td>0.030333</td>\n",
       "      <td>0.108333</td>\n",
       "      <td>0.084000</td>\n",
       "      <td>0.044478</td>\n",
       "      <td>0.086333</td>\n",
       "      <td>0.044</td>\n",
       "      <td>0.041333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2025Q1</th>\n",
       "      <td>0.040806</td>\n",
       "      <td>0.054667</td>\n",
       "      <td>0.061667</td>\n",
       "      <td>0.035000</td>\n",
       "      <td>0.066333</td>\n",
       "      <td>0.086384</td>\n",
       "      <td>0.095174</td>\n",
       "      <td>0.074661</td>\n",
       "      <td>0.049000</td>\n",
       "      <td>0.026000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.059667</td>\n",
       "      <td>0.053000</td>\n",
       "      <td>0.038000</td>\n",
       "      <td>0.028333</td>\n",
       "      <td>0.108000</td>\n",
       "      <td>0.088333</td>\n",
       "      <td>0.046261</td>\n",
       "      <td>0.082333</td>\n",
       "      <td>0.045</td>\n",
       "      <td>0.041000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2025Q2</th>\n",
       "      <td>0.041637</td>\n",
       "      <td>0.056667</td>\n",
       "      <td>0.060333</td>\n",
       "      <td>0.035000</td>\n",
       "      <td>0.069333</td>\n",
       "      <td>0.086575</td>\n",
       "      <td>0.086921</td>\n",
       "      <td>0.073930</td>\n",
       "      <td>0.047333</td>\n",
       "      <td>0.028333</td>\n",
       "      <td>...</td>\n",
       "      <td>0.060333</td>\n",
       "      <td>0.053000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.026667</td>\n",
       "      <td>0.105667</td>\n",
       "      <td>0.086333</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.084000</td>\n",
       "      <td>0.047</td>\n",
       "      <td>0.041667</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>282 rows × 45 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        Australia   Austria   Belgium  Bulgaria    Canada     Chile  Colombia  \\\n",
       "1955Q1        NaN       NaN       NaN       NaN  0.048000       NaN       NaN   \n",
       "1955Q2        NaN       NaN       NaN       NaN  0.044333       NaN       NaN   \n",
       "1955Q3        NaN       NaN       NaN       NaN  0.040667       NaN       NaN   \n",
       "1955Q4        NaN       NaN       NaN       NaN  0.038333       NaN       NaN   \n",
       "1956Q1        NaN       NaN       NaN       NaN  0.037000       NaN       NaN   \n",
       "...           ...       ...       ...       ...       ...       ...       ...   \n",
       "2024Q2   0.040421  0.051333  0.055333  0.041000  0.063000  0.081251  0.102690   \n",
       "2024Q3   0.041306  0.053333  0.057000  0.040000  0.065667  0.085302  0.098483   \n",
       "2024Q4   0.040041  0.053667  0.059000  0.039667  0.067333  0.085947  0.097501   \n",
       "2025Q1   0.040806  0.054667  0.061667  0.035000  0.066333  0.086384  0.095174   \n",
       "2025Q2   0.041637  0.056667  0.060333  0.035000  0.069333  0.086575  0.086921   \n",
       "\n",
       "        Costa Rica   Croatia  Czech Republic  ...   Romania  Slovakia  \\\n",
       "1955Q1         NaN       NaN             NaN  ...       NaN       NaN   \n",
       "1955Q2         NaN       NaN             NaN  ...       NaN       NaN   \n",
       "1955Q3         NaN       NaN             NaN  ...       NaN       NaN   \n",
       "1955Q4         NaN       NaN             NaN  ...       NaN       NaN   \n",
       "1956Q1         NaN       NaN             NaN  ...       NaN       NaN   \n",
       "...            ...       ...             ...  ...       ...       ...   \n",
       "2024Q2    0.085116  0.051333        0.027333  ...  0.052333  0.054333   \n",
       "2024Q3    0.066090  0.050333        0.027000  ...  0.057000  0.052667   \n",
       "2024Q4    0.068727  0.049000        0.026667  ...  0.056667  0.052333   \n",
       "2025Q1    0.074661  0.049000        0.026000  ...  0.059667  0.053000   \n",
       "2025Q2    0.073930  0.047333        0.028333  ...  0.060333  0.053000   \n",
       "\n",
       "        Slovenia  South Korea     Spain    Sweden  Switzerland    Turkey  \\\n",
       "1955Q1       NaN          NaN       NaN       NaN          NaN       NaN   \n",
       "1955Q2       NaN          NaN       NaN       NaN          NaN       NaN   \n",
       "1955Q3       NaN          NaN       NaN       NaN          NaN       NaN   \n",
       "1955Q4       NaN          NaN       NaN       NaN          NaN       NaN   \n",
       "1956Q1       NaN          NaN       NaN       NaN          NaN       NaN   \n",
       "...          ...          ...       ...       ...          ...       ...   \n",
       "2024Q2  0.035333     0.028000  0.115667  0.083333     0.041020  0.086333   \n",
       "2024Q3  0.041667     0.025333  0.113000  0.085333     0.046154  0.087333   \n",
       "2024Q4  0.037333     0.030333  0.108333  0.084000     0.044478  0.086333   \n",
       "2025Q1  0.038000     0.028333  0.108000  0.088333     0.046261  0.082333   \n",
       "2025Q2  0.033333     0.026667  0.105667  0.086333          NaN  0.084000   \n",
       "\n",
       "        United Kingdom  United States  \n",
       "1955Q1             NaN       0.047333  \n",
       "1955Q2             NaN       0.044000  \n",
       "1955Q3             NaN       0.041000  \n",
       "1955Q4             NaN       0.042333  \n",
       "1956Q1             NaN       0.040333  \n",
       "...                ...            ...  \n",
       "2024Q2           0.042       0.040000  \n",
       "2024Q3           0.043       0.041667  \n",
       "2024Q4           0.044       0.041333  \n",
       "2025Q1           0.045       0.041000  \n",
       "2025Q2           0.047       0.041667  \n",
       "\n",
       "[282 rows x 45 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from financetoolkit.economics import oecd_model\n",
    "\n",
    "oecd_model.get_unemployment_rate(period=\"quarterly\")"
   ]
  }
 ],
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    "name": "ipython",
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